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Detection and Localization of Hyperfunctioning Parathyroid Glands on [(18)F]fluorocholine PET/ CT Using Deep Learning – Model Performance and Comparison to Human Experts

BACKGROUND: In the setting of primary hyperparathyroidism (PHPT), [(18)F]fluorocholine PET/CT (FCH-PET) has excellent diagnostic performance, with experienced practitioners achieving 97.7% accuracy in localising hyperfunctioning parathyroid tissue (HPTT). Due to the relative triviality of the task f...

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Detalles Bibliográficos
Autores principales: Jarabek, Leon, Jamsek, Jan, Cuderman, Anka, Rep, Sebastijan, Hocevar, Marko, Kocjan, Tomaz, Jensterle, Mojca, Spiclin, Ziga, Macek Lezaic, Ziga, Cvetko, Filip, Lezaic, Luka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sciendo 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784363/
https://www.ncbi.nlm.nih.gov/pubmed/36503715
http://dx.doi.org/10.2478/raon-2022-0037